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informative sampling

5 papers

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Co-occurring keywords

active learning (1301) representative sampling (25) min-max view (1) sample selection (107) data selection (221) classification model (37) query strategy (38) nonparametric mixture (5) annotation efficiency (50) continuous dynamical system (3)

Papers

From Selection to Generation: A Survey of LLM-based Active Learning ACL 2025
Accounting For Informative Sampling When Learning to Forecast Treatment Outcomes Over Time ICML 2023
The Impact of Typicality for Informative Representative Selection CVPR 2017
Scalable Approximate Bayesian Inference for Outlier Detection under Informative Sampling JMLR 2016
Active Learning by Querying Informative and Representative Examples NIPS 2010